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20112023
most citedA Deep Dive into Machine Learning Density Functional Theory for Materials Science and Chemistry

115 citations · 685 across the 39 of their papers we have counts for

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6 papers · 1 filter

cs.DC2022★ 8 cited

Application Experiences on a GPU-Accelerated Arm-based HPC Testbed

Wael Elwasif, William Godoy, Nick Hagerty +28

This paper assesses and reports the experience of ten teams working to port,validate, and benchmark several High Performance Computing applications on a novel GPU-accelerated Arm t…

cs.DC2021

Metrics and Design of an Instruction Roofline Model for AMD GPUs

Matthew Leinhauser, René Widera, Sergei Bastrakov +3

Due to the recent announcement of the Frontier supercomputer, many scientific application developers are working to make their applications compatible with AMD architectures (CPU-G…

cs.DC2021★ 21 cited

Transitioning from file-based HPC workflows to streaming data pipelines with openPMD and ADIOS2

Franz Poeschel, Juncheng E, William F. Godoy +11

This paper aims to create a transition path from file-based IO to streaming-based workflows for scientific applications in an HPC environment. By using the openPMP-api, traditional…

cs.DC2017★ 34 cited

Tuning and optimization for a variety of many-core architectures without changing a single line of implementation code using the Alpaka library

Alexander Matthes, René Widera, Erik Zenker +3

We present an analysis on optimizing performance of a single C++11 source code using the Alpaka hardware abstraction library. For this we use the general matrix multiplication (GEM…

cs.DC2016★ 17 cited

Performance-Portable Many-Core Plasma Simulations: Porting PIConGPU to OpenPower and Beyond

Erik Zenker, René Widera, Axel Huebl +4

With the appearance of the heterogeneous platform OpenPower,many-core accelerator devices have been coupled with Power host processors for the first time. Towards utilizing their f…

cs.DC2016★ 70 cited

Alpaka - An Abstraction Library for Parallel Kernel Acceleration

Erik Zenker, Benjamin Worpitz, René Widera +5

Porting applications to new hardware or programming models is a tedious and error prone process. Every help that eases these burdens is saving developer time that can then be inves…